Model Comparison
Model Editorial Structural Class Conf SETL Theme
@cf/meta/llama-4-scout-17b-16e-instruct lite 0.00 ND Neutral 0.90 0.00 Academic Research
@cf/meta/llama-3.3-70b-instruct-fp8-fast lite 0.00 ND Neutral 0.90 0.00 Cognitive Science
@cf/meta/llama-3.3-70b-instruct-fp8-fast lite ND ND
@cf/meta/llama-4-scout-17b-16e-instruct lite ND ND
Section @cf/meta/llama-4-scout-17b-16e-instruct lite @cf/meta/llama-3.3-70b-instruct-fp8-fast lite @cf/meta/llama-3.3-70b-instruct-fp8-fast lite @cf/meta/llama-4-scout-17b-16e-instruct lite
Preamble ND ND ND ND
Article 1 ND ND ND ND
Article 2 ND ND ND ND
Article 3 ND ND ND ND
Article 4 ND ND ND ND
Article 5 ND ND ND ND
Article 6 ND ND ND ND
Article 7 ND ND ND ND
Article 8 ND ND ND ND
Article 9 ND ND ND ND
Article 10 ND ND ND ND
Article 11 ND ND ND ND
Article 12 ND ND ND ND
Article 13 ND ND ND ND
Article 14 ND ND ND ND
Article 15 ND ND ND ND
Article 16 ND ND ND ND
Article 17 ND ND ND ND
Article 18 ND ND ND ND
Article 19 ND ND ND ND
Article 20 ND ND ND ND
Article 21 ND ND ND ND
Article 22 ND ND ND ND
Article 23 ND ND ND ND
Article 24 ND ND ND ND
Article 25 ND ND ND ND
Article 26 ND ND ND ND
Article 27 ND ND ND ND
Article 28 ND ND ND ND
Article 29 ND ND ND ND
Article 30 ND ND ND ND
0.00 Language records reveal a surge of cognitive distortions in recent decades (www.pnas.org)
283 points by jbotz 1693 days ago | 148 comments on HN | Neutral ~lite vlite-1.4
Summary ~lite Academic Research Neutral
Article discusses cognitive distortions, no human rights focus
EQ 0.50
SO 0.50
TD 0.50
Lite evaluation by llama-4-scout-wai · editorial channel only · no per-section breakdown available
Longitudinal · 2 evals
+1 0 −1 HN
Audit Trail 7 entries
2026-03-05 16:53 eval_skip Skipped: no readable text in HTML (likely JS-rendered SPA) - -
2026-02-28 11:34 eval_success Lite evaluated: Neutral (0.00) - -
2026-02-28 11:34 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 0W 1R - -
2026-02-28 11:34 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral)
reasoning
Academic article, no explicit human rights discussion
2026-02-28 11:26 eval_success Lite evaluated: Neutral (0.00) - -
2026-02-28 11:26 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral)
reasoning
Scientific article neutral
2026-02-28 11:26 rater_validation_warn Lite validation warnings for model llama-3.3-70b-wai: 0W 1R - -